{"id":36427,"date":"2025-01-11T05:00:27","date_gmt":"2025-01-10T21:00:27","guid":{"rendered":"https:\/\/17aitech.com\/?p=36427"},"modified":"2025-01-11T05:00:27","modified_gmt":"2025-01-10T21:00:27","slug":"%e5%9b%bd%e4%ba%a7%e6%9c%80%e5%bc%ba%e8%af%ad%e9%9f%b3%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%af%9e%e7%94%9f%ef%bc%8cmaskgct%e5%ae%a3%e5%b8%83%e5%bc%80%e6%ba%90%ef%bc%8c%e5%a3%b0%e9%9f%b3%e6%95%88%e6%9e%9c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36427","title":{"rendered":"\u56fd\u4ea7\u6700\u5f3a\u8bed\u97f3\u5927\u6a21\u578b\u8bde\u751f\uff0cMaskGCT\u5ba3\u5e03\u5f00\u6e90\uff0c\u58f0\u97f3\u6548\u679c\u5ab2\u7f8e\u4eba\u7c7b"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-30-3\" target=\"_blank\">\u56fd\u4ea7\u6700\u5f3a\u8bed\u97f3\u5927\u6a21\u578b\u8bde\u751f\uff0cMaskGCT\u5ba3\u5e03\u5f00\u6e90\uff0c\u58f0\u97f3\u6548\u679c\u5ab2\u7f8e\u4eba\u7c7b<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-307c3a9ab2edd50292551cba5d250885.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-307c3a9ab2edd50292551cba5d250885.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<p>\u8fd1\u671f\uff0c\u6e2f\u4e2d\u5927\uff08\u6df1\u5733\uff09\u8054\u624b\u8da3\u4e38\u79d1\u6280\u8054\u5408\u63a8\u51fa\u4e86\u65b0\u4e00\u4ee3\u5927\u89c4\u6a21\u58f0\u97f3\u514b\u9686 TTS \u6a21\u578b \u2014\u2014MaskGCT\u3002\u8be5\u6a21\u578b\u5728\u5305\u542b 10 \u4e07\u5c0f\u65f6\u591a\u8bed\u8a00\u6570\u636e\u7684 Emilia \u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u5c55\u73b0\u51fa\u8d85\u81ea\u7136\u7684\u8bed\u97f3\u514b\u9686\u3001\u98ce\u683c\u8fc1\u79fb\u4ee5\u53ca\u8de8\u8bed\u8a00\u751f\u6210\u80fd\u529b\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u8f83\u5f3a\u7684\u7a33\u5b9a\u6027\u3002MaskGCT \u5df2\u5728\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08\u6df1\u5733\uff09\u4e0e\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u8054\u5408\u5f00\u53d1\u7684\u5f00\u6e90\u7cfb\u7edf Amphion \u53d1\u5e03\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a70c92fdfc64651d5d413c399860416e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a70c92fdfc64651d5d413c399860416e.png\"><\/a><\/p>\n<ul>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2409.00750<\/p>\n<\/li>\n<li>\n<p>\u6837\u4f8b\u5c55\u793a\uff1ahttps:\/\/maskgct.github.io<\/p>\n<\/li>\n<li>\n<p>\u6a21\u578b\u4e0b\u8f7d\uff1ahttps:\/\/huggingface.co\/amphion\/maskgct<\/p>\n<\/li>\n<li>\n<p>Demo \u5c55\u793a\uff1ahttps:\/\/huggingface.co\/spaces\/amphion\/maskgct<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/open-mmlab\/Amphion\/tree\/main\/models\/tts\/maskgct<\/p>\n<\/li>\n<li>\n<p>\u516c\u6d4b\u5e94\u7528\uff1avoice.funnycp.com<\/p>\n<\/li>\n<\/ul>\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u540d\u4e3a Masked Generative Codec Transformer\uff08MaskGCT\uff09\u7684\u5168\u975e\u81ea\u56de\u5f52 TTS \u6a21\u578b\u3002<\/p>\n<p>\u73b0\u6709\u5927\u89c4\u6a21\u6587\u672c\u5230\u8bed\u97f3\uff08TTS\uff09\u7cfb\u7edf\u901a\u5e38\u5206\u4e3a\u81ea\u56de\u5f52\u548c\u975e\u81ea\u56de\u5f52\u7cfb\u7edf\u3002\u81ea\u56de\u5f52\u7cfb\u7edf\u9690\u5f0f\u5730\u5efa\u6a21\u6301\u7eed\u65f6\u95f4\uff0c\u4f46\u5728\u9c81\u68d2\u6027\u548c\u6301\u7eed\u65f6\u95f4\u53ef\u63a7\u6027\u65b9\u9762\u5b58\u5728\u4e00\u5b9a\u7f3a\u9677\u3002\u975e\u81ea\u56de\u5f52\u7cfb\u7edf\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u9700\u8981\u663e\u5f0f\u7684\u6587\u672c\u4e0e\u8bed\u97f3\u5bf9\u9f50\u4fe1\u606f\uff0c\u5e76\u9884\u6d4b\u8bed\u8a00\u5355\u5143\uff08\u5982\u97f3\u7d20\uff09\u7684\u6301\u7eed\u65f6\u95f4\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5f71\u54cd\u5176\u81ea\u7136\u5ea6\u3002<\/p>\n<p>\u8be5\u6a21\u578b\u6d88\u9664\u4e86\u6587\u672c\u4e0e\u8bed\u97f3\u76d1\u7763\u4e4b\u95f4\u7684\u663e\u5f0f\u5bf9\u9f50\u9700\u6c42\uff0c\u4ee5\u53ca\u97f3\u7d20\u7ea7\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u3002MaskGCT \u662f\u4e00\u4e2a\u4e24\u9636\u6bb5\u6a21\u578b\uff1a\u5728\u7b2c\u4e00\u9636\u6bb5\uff0c\u6a21\u578b\u4f7f\u7528\u6587\u672c\u9884\u6d4b\u4ece\u8bed\u97f3\u81ea\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u6a21\u578b\u4e2d\u63d0\u53d6\u7684\u8bed\u4e49\u6807\u8bb0\uff1b\u5728\u7b2c\u4e8c\u9636\u6bb5\uff0c\u6a21\u578b\u57fa\u4e8e\u8fd9\u4e9b\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u58f0\u5b66\u6807\u8bb0\u3002MaskGCT \u9075\u5faa\u63a9\u7801\u9884\u6d4b\u5b66\u4e60\u8303\u5f0f\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0cMaskGCT \u5b66\u4e60\u6839\u636e\u7ed9\u5b9a\u7684\u6761\u4ef6\u548c\u63d0\u793a\u9884\u6d4b\u63a9\u7801\u7684\u8bed\u4e49\u6216\u58f0\u5b66\u6807\u8bb0\u3002\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u4ee5\u5e76\u884c\u65b9\u5f0f\u751f\u6210\u6307\u5b9a\u957f\u5ea6\u7684\u6807\u8bb0\u3002\u901a\u8fc7\u5bf9 10 \u4e07\u5c0f\u65f6\u7684\u81ea\u7136\u8bed\u97f3\u8fdb\u884c\u5b9e\u9a8c\uff0c\u7ed3\u679c\u8868\u660e MaskGCT \u5728\u8d28\u91cf\u3001\u76f8\u4f3c\u5ea6\u548c\u53ef\u7406\u89e3\u6027\u65b9\u9762\u4f18\u4e8e\u5f53\u524d\u6700\u5148\u8fdb\u7684\u96f6\u6837\u672c TTS \u7cfb\u7edf\u3002<\/p>\n<p><strong>\u4e00\u3001\u65b9\u6cd5<\/strong><\/p>\n<p>MaskGCT \u6a21\u578b\u7531\u56db\u4e2a\u4e3b\u8981\u7ec4\u4ef6\u7ec4\u6210\uff1a<\/p>\n<p>1. \u8bed\u97f3\u8bed\u4e49\u8868\u793a\u7f16\u89e3\u7801\u5668\uff1a\u5c06\u8bed\u97f3\u8f6c\u6362\u4e3a\u8bed\u4e49\u6807\u8bb0\u3002<\/p>\n<p>2. \u8bed\u97f3\u58f0\u5b66\u7f16\u89e3\u7801\u5668\uff1a\u4ece\u58f0\u5b66\u6807\u8bb0\u91cd\u5efa\u6ce2\u5f62\u3002<\/p>\n<p>3. \u6587\u672c\u5230\u8bed\u4e49\u6a21\u578b\uff1a\u4f7f\u7528\u6587\u672c\u548c\u63d0\u793a\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u8bed\u4e49\u6807\u8bb0\u3002<\/p>\n<p>4. \u8bed\u4e49\u5230\u58f0\u5b66\u6a21\u578b\uff1a\u57fa\u4e8e\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u58f0\u5b66\u6807\u8bb0\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-13dc33d35644590f3f0c4041bb0efc7c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-13dc33d35644590f3f0c4041bb0efc7c.png\"><\/a><\/p>\n<p>\u8bed\u97f3\u8bed\u4e49\u8868\u793a\u7f16\u89e3\u7801\u5668\u7528\u4e8e\u5c06\u8bed\u97f3\u8f6c\u6362\u4e3a\u79bb\u6563\u7684\u8bed\u4e49\u6807\u8bb0\uff0c\u8fd9\u4e9b\u6807\u8bb0\u901a\u5e38\u901a\u8fc7\u79bb\u6563\u5316\u6765\u81ea\u8bed\u97f3\u81ea\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u6a21\u578b\u7684\u7279\u5f81\u83b7\u5f97\u3002\u4e0e\u4ee5\u5f80\u4f7f\u7528 k-means \u65b9\u6cd5\u79bb\u6563\u5316\u8bed\u4e49\u7279\u5f81\u76f8\u6bd4\uff0c\u8fd9\u79cd\u65b9\u6cd5\u53ef\u80fd\u5bfc\u81f4\u4fe1\u606f\u635f\u5931\uff0c\u4ece\u800c\u5f71\u54cd\u9ad8\u8d28\u91cf\u8bed\u97f3\u7684\u91cd\u5efa\u6216\u58f0\u5b66\u6807\u8bb0\u7684\u7cbe\u786e\u9884\u6d4b\uff0c\u5c24\u5176\u662f\u5728\u97f3\u8c03\u4e30\u5bcc\u7684\u8bed\u8a00\u4e2d\u3002\u4e3a\u4e86\u6700\u5c0f\u5316\u4fe1\u606f\u635f\u5931\uff0c\u672c\u6587\u8bad\u7ec3\u4e86\u4e00\u4e2a VQ-VAE \u6a21\u578b\u6765\u5b66\u4e60\u4e00\u4e2a\u5411\u91cf\u91cf\u5316\u7801\u672c\uff0c\u8be5\u7801\u672c\u80fd\u591f\u4ece\u8bed\u97f3 SSL \u6a21\u578b\u4e2d\u91cd\u5efa\u8bed\u97f3\u8bed\u4e49\u8868\u793a\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4f7f\u7528 W2v-BERT 2.0 \u6a21\u578b\u7684\u7b2c 17 \u5c42\u9690\u85cf\u72b6\u6001\u4f5c\u4e3a\u8bed\u97f3\u7f16\u7801\u5668\u7684\u8bed\u4e49\u7279\u5f81\uff0c\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u7531\u591a\u4e2a ConvNext \u5757\u7ec4\u6210\u3002\u901a\u8fc7\u6539\u8fdb\u7684 VQ-GAN \u548c DAC \u65b9\u6cd5\uff0c\u4f7f\u7528\u56e0\u5b50\u5206\u89e3\u7801\u5c06\u7f16\u7801\u5668\u8f93\u51fa\u6295\u5f71\u5230\u4f4e\u7ef4\u6f5c\u5728\u53d8\u91cf\u7a7a\u95f4\u3002<\/p>\n<p>\u8bed\u97f3\u58f0\u5b66\u7f16\u89e3\u7801\u5668\u65e8\u5728\u5c06\u8bed\u97f3\u6ce2\u5f62\u91cf\u5316\u4e3a\u591a\u5c42\u79bb\u6563\u6807\u8bb0\uff0c\u540c\u65f6\u5c3d\u53ef\u80fd\u4fdd\u7559\u8bed\u97f3\u7684\u6240\u6709\u4fe1\u606f\u3002\u672c\u6587\u91c7\u7528\u6b8b\u5dee\u5411\u91cf\u91cf\u5316\uff08Residual Vector Quantization, RVQ\uff09\u65b9\u6cd5\uff0c\u5c06 24K \u91c7\u6837\u7387\u7684\u8bed\u97f3\u6ce2\u5f62\u538b\u7f29\u4e3a 12 \u5c42\u7684\u79bb\u6563\u6807\u8bb0\u3002\u6b64\u5916\uff0c\u6a21\u578b\u4f7f\u7528 Vocos \u67b6\u6784\u4f5c\u4e3a\u89e3\u7801\u5668\uff0c\u4ee5\u63d0\u9ad8\u8bad\u7ec3\u548c\u63a8\u7406\u6548\u7387\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a0af6c307953a2ac3d8b2607c39d6857.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a0af6c307953a2ac3d8b2607c39d6857.png\"><\/a><\/p>\n<p>\u6587\u672c\u5230\u8bed\u4e49\u6a21\u578b\u91c7\u7528\u975e\u81ea\u56de\u5f52\u63a9\u7801\u751f\u6210 Transformer\uff0c\u800c\u4e0d\u4f7f\u7528\u81ea\u56de\u5f52\u6a21\u578b\u6216\u4efb\u4f55\u6587\u672c\u5230\u8bed\u97f3\u7684\u5bf9\u9f50\u4fe1\u606f\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u968f\u673a\u63d0\u53d6\u8bed\u4e49\u6807\u8bb0\u5e8f\u5217\u7684\u524d\u7f00\u90e8\u5206\u4f5c\u4e3a\u63d0\u793a\uff0c\u4ee5\u5229\u7528\u8bed\u8a00\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u5b66\u4e60\u80fd\u529b\u3002\u6211\u4eec\u4f7f\u7528 Llama \u98ce\u683c\u7684 Transformer \u4f5c\u4e3a\u6a21\u578b\u7684\u4e3b\u5e72\uff0c\u7ed3\u5408\u95e8\u63a7\u7ebf\u6027\u5355\u5143\uff08GLU\uff09\u548c GELU \u6fc0\u6d3b\u51fd\u6570\u3001\u65cb\u8f6c\u4f4d\u7f6e\u7f16\u7801\u7b49\uff0c\u4f46\u5c06\u56e0\u679c\u6ce8\u610f\u529b\u66ff\u6362\u4e3a\u53cc\u5411\u6ce8\u610f\u529b\u3002\u8fd8\u4f7f\u7528\u4e86\u63a5\u53d7\u65f6\u95f4\u6b65 t \u4f5c\u4e3a\u6761\u4ef6\u7684\u81ea\u9002\u5e94 RMSNorm\u3002\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u751f\u6210\u4efb\u610f\u6307\u5b9a\u957f\u5ea6\u7684\u76ee\u6807\u8bed\u4e49\u6807\u8bb0\u5e8f\u5217\uff0c\u6761\u4ef6\u662f\u6587\u672c\u548c\u63d0\u793a\u8bed\u4e49\u6807\u8bb0\u5e8f\u5217\u3002\u672c\u6587\u8fd8\u8bad\u7ec3\u4e86\u4e00\u4e2a\u57fa\u4e8e\u6d41\u5339\u914d\u7684\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u6a21\u578b\uff0c\u4ee5\u9884\u6d4b\u57fa\u4e8e\u6587\u672c\u548c\u63d0\u793a\u8bed\u97f3\u6301\u7eed\u65f6\u95f4\u7684\u603b\u6301\u7eed\u65f6\u95f4\uff0c\u5229\u7528\u4e0a\u4e0b\u6587\u5b66\u4e60\u3002<\/p>\n<p>\u8bed\u4e49\u5230\u58f0\u5b66\u6a21\u578b\u540c\u6837\u91c7\u7528\u975e\u81ea\u56de\u5f52\u63a9\u7801\u751f\u6210 Transformer\uff0c\u8be5\u6a21\u578b\u4ee5\u8bed\u4e49\u6807\u8bb0\u4e3a\u6761\u4ef6\uff0c\u751f\u6210\u591a\u5c42\u58f0\u5b66\u6807\u8bb0\u5e8f\u5217\u4ee5\u91cd\u5efa\u9ad8\u8d28\u91cf\u8bed\u97f3\u6ce2\u5f62\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f25c902beef377cedac9a27514930b93.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f25c902beef377cedac9a27514930b93.png\"><\/a><\/p>\n<p><strong>\u4e8c\u3001\u6837\u4f8b\u5c55\u793a<\/strong><\/p>\n<p>MaskGCT \u80fd\u8d85\u81ea\u7136\u5730\u6a21\u62df\u53c2\u8003\u97f3\u9891\u97f3\u8272\u4e0e\u98ce\u683c\uff0c\u5e76\u8de8\u8bed\u8a00\u751f\u6210\u97f3\u9891\uff1a<\/p>\n<p>\u53c2\u8003\u97f3\u9891\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650940988&amp;idx=5&amp;sn=587fd1152a5c313fc0c65f521a7c9313&amp;chksm=84e7e242b3906b541ca9838161997783f3120a9c186dc3579e79d5ddb6f3fe02bf859317725f&amp;token=820864421&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-289cab7c7b5c11755f291c4855866bd0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-289cab7c7b5c11755f291c4855866bd0.png\"><\/a><\/a>\u4e2d\u6587\u514b\u9686\u6548\u679c\uff1a\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650940988&amp;idx=5&amp;sn=587fd1152a5c313fc0c65f521a7c9313&amp;chksm=84e7e242b3906b541ca9838161997783f3120a9c186dc3579e79d5ddb6f3fe02bf859317725f&amp;token=820864421&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f880c3a24af83fcd999c6d2143be7abf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f880c3a24af83fcd999c6d2143be7abf.png\"><\/a><\/a>\u82f1\u6587\u514b\u9686\u6548\u679c\uff1a\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650940988&amp;idx=5&amp;sn=587fd1152a5c313fc0c65f521a7c9313&amp;chksm=84e7e242b3906b541ca9838161997783f3120a9c186dc3579e79d5ddb6f3fe02bf859317725f&amp;token=820864421&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a4e006a8172550b0770efe84cb3d35c8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a4e006a8172550b0770efe84cb3d35c8.png\"><\/a><\/a>MaskGCT \u8fd8\u80fd\u591f\u6a21\u4eff\u52a8\u753b\u4eba\u7269\u548c\u540d\u4eba\u7684\u58f0\u97f3\uff0c\u731c\u731c\u4e0b\u9762\u7684\u97f3\u9891\u90fd\u662f\u8c01\uff1f\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650940988&amp;idx=5&amp;sn=587fd1152a5c313fc0c65f521a7c9313&amp;chksm=84e7e242b3906b541ca9838161997783f3120a9c186dc3579e79d5ddb6f3fe02bf859317725f&amp;token=820864421&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1dbfdec5ff5b33a22096737603f23556.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1dbfdec5ff5b33a22096737603f23556.png\"><\/a><\/a><\/p>\n<section>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5c55\u793a MaskGCT \u7ffb\u8bd1\u300a\u9ed1\u795e\u8bdd\uff1a\u609f\u7a7a\u300b\u7684\u5b9e\u4f8b\uff1a<\/section>\n<section><\/section>\n<section>\u53c2\u8003\u97f3\u9891\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650940988&amp;idx=5&amp;sn=587fd1152a5c313fc0c65f521a7c9313&amp;chksm=84e7e242b3906b541ca9838161997783f3120a9c186dc3579e79d5ddb6f3fe02bf859317725f&amp;token=820864421&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-aa66c75f3504ab4de8749ee4d48a0676.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-aa66c75f3504ab4de8749ee4d48a0676.png\"><\/a><\/a>\u7ffb\u8bd1\u6548\u679c\uff1a\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650940988&amp;idx=5&amp;sn=587fd1152a5c313fc0c65f521a7c9313&amp;chksm=84e7e242b3906b541ca9838161997783f3120a9c186dc3579e79d5ddb6f3fe02bf859317725f&amp;token=820864421&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1c6103635790425ec8566b383e47edde.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1c6103635790425ec8566b383e47edde.png\"><\/a><\/a><\/section>\n<section><strong>\u56db\u3001\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>SOTA \u7684\u8bed\u97f3\u5408\u6210\u6548\u679c\uff1aMaskGCT \u5728\u4e09\u4e2a TTS \u57fa\u51c6\u6570\u636e\u96c6\u4e0a\u90fd\u8fbe\u5230\u4e86 SOTA \u6548\u679c\uff0c\u5728\u67d0\u4e9b\u6307\u6807\u4e0a\u751a\u81f3\u8d85\u8fc7\u4e86\u4eba\u7c7b\u6c34\u5e73\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-6f63d74ad8c452a30e7d3a1b229d1737.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-6f63d74ad8c452a30e7d3a1b229d1737.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0cMaskGCT \u5728\u98ce\u683c\u8fc1\u79fb\uff08\u53e3\u97f3\u3001\u60c5\u611f\uff09\u4e5f\u8fbe\u5230\u4e86 SOTA \u7684\u6c34\u51c6\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e82b49bf463f87acea4187efdb1691fd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e82b49bf463f87acea4187efdb1691fd.png\"><\/a><\/section>\n<section>\u6211\u4eec\u8fd8\u7814\u7a76\u4e86 MaskGCT \u5728\u4e2d\u3001\u82f1\u5916\u5176\u5b83\u8bed\u8a00\u7684\u80fd\u529b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2b1cab52d0f14f6281b660c581e503de.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2b1cab52d0f14f6281b660c581e503de.png\"><\/a><\/section>\n<section><strong>\u4e94\u3001\u5e94\u7528\u573a\u666f<\/strong><\/section>\n<section><\/section>\n<section>\u76ee\u524d\uff0cMaskGCT \u5728\u77ed\u5267\u51fa\u6d77\u3001\u667a\u80fd\u52a9\u624b\u3001\u6709\u58f0\u8bfb\u7269\u3001\u8f85\u52a9\u6559\u80b2\u7b49\u9886\u57df\u62e5\u6709\u4e30\u5bcc\u7684\u5e94\u7528\u573a\u666f\u3002\u4e3a\u4e86\u52a0\u5feb\u843d\u5730\u5e94\u7528\uff0c\u5728\u5b89\u5168\u5408\u89c4\u4e0b\uff0c\u8da3\u4e38\u79d1\u6280\u6253\u9020\u4e86\u591a\u8bed\u79cd\u901f\u8bd1\u667a\u80fd\u89c6\u542c\u5e73\u53f0 \u201c\u8da3\u4e38\u5343\u97f3\u201d\u3002\u4e00\u952e\u4e0a\u4f20\u89c6\u9891\u5373\u53ef\u5feb\u901f\u7ffb\u8bd1\u6210\u591a\u8bed\u79cd\u7248\u672c\uff0c\u5e76\u5b9e\u73b0\u97f3\u8bdd\u540c\u6b65\u3001\u53e3\u578b\u540c\u6b65\u3001\u53bb\u5b57\u5e55\u7b49\u529f\u80fd\u3002\u8be5\u4ea7\u54c1\u8fdb\u4e00\u6b65\u9769\u65b0\u89c6\u9891\u7ffb\u8bd1\u5236\u4f5c\u6d41\u7a0b\uff0c\u5927\u5e45\u964d\u4f4e\u8fc7\u5f80\u6602\u8d35\u7684\u4eba\u5de5\u7ffb\u8bd1\u6210\u672c\u548c\u5197\u957f\u7684\u5236\u4f5c\u5468\u671f\uff0c\u6210\u4e3a\u5f71\u89c6\u3001\u6e38\u620f\u3001\u77ed\u5267\u7b49\u5185\u5bb9\u51fa\u6d77\u7684\u7406\u60f3\u9009\u62e9\u5e73\u53f0\u3002<\/section>\n<section><\/section>\n<section>\u300a2024 \u5e74\u77ed\u5267\u51fa\u6d77\u767d\u76ae\u4e66\u300b\u663e\u793a\uff0c\u77ed\u5267\u51fa\u6d77\u6210\u4e3a\u84dd\u6d77\u65b0\u8d5b\u9053\uff0c2023 \u5e74\u6d77\u5916\u5e02\u573a\u89c4\u6a21\u9ad8\u8fbe 650 \u4ebf\u7f8e\u5143\uff0c\u7ea6\u4e3a\u56fd\u5185\u5e02\u573a\u7684 12 \u500d\uff0c\u77ed\u5267\u51fa\u6d77\u6210\u4e3a\u84dd\u6d77\u65b0\u8d5b\u9053\u3002\u4ee5 \u201c\u8da3\u4e38\u5343\u97f3\u201d \u4e3a\u4ee3\u8868\u7684\u4ea7\u54c1\u7684\u51fa\u73b0\uff0c\u5c06\u52a0\u901f\u56fd\u4ea7\u77ed\u5267 \u201c\u8d70\u51fa\u53bb\u201d\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e2d\u534e\u6587\u5316\u5728\u5168\u7403\u4e0d\u540c\u8bed\u5883\u4e0b\u7684\u4f20\u64ad\u3002<\/section>\n<section><\/section>\n<section><strong>\u516d\u3001\u603b\u7ed3<\/strong><\/section>\n<section><\/section>\n<section>MaskGCT \u662f\u4e00\u4e2a\u5927\u89c4\u6a21\u7684\u96f6\u6837\u672c TTS \u7cfb\u7edf\uff0c\u5229\u7528\u5168\u975e\u81ea\u56de\u5f52\u63a9\u7801\u751f\u6210\u7f16\u89e3\u7801\u5668 Transformer\uff0c\u65e0\u9700\u6587\u672c\u4e0e\u8bed\u97f3\u7684\u5bf9\u9f50\u76d1\u7763\u548c\u97f3\u7d20\u7ea7\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u3002MaskGCT \u901a\u8fc7\u6587\u672c\u9884\u6d4b\u4ece\u8bed\u97f3\u81ea\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u6a21\u578b\u4e2d\u63d0\u53d6\u7684\u8bed\u4e49\u6807\u8bb0\uff0c\u7136\u540e\u57fa\u4e8e\u8fd9\u4e9b\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u58f0\u5b66\u6807\u8bb0\uff0c\u5b9e\u73b0\u4e86\u9ad8\u8d28\u91cf\u7684\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210\u3002\u5b9e\u9a8c\u8868\u660e\uff0cMaskGCT \u5728\u8bed\u97f3\u8d28\u91cf\u3001\u76f8\u4f3c\u5ea6\u548c\u53ef\u7406\u89e3\u6027\u65b9\u9762\u4f18\u4e8e\u6700\u5148\u8fdb\u7684 TTS \u7cfb\u7edf\uff0c\u5e76\u4e14\u5728\u6a21\u578b\u89c4\u6a21\u548c\u8bad\u7ec3\u6570\u636e\u91cf\u589e\u52a0\u65f6\u8868\u73b0\u66f4\u4f73\uff0c\u540c\u65f6\u80fd\u591f\u63a7\u5236\u751f\u6210\u8bed\u97f3\u7684\u603b\u65f6\u957f\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u63a2\u7d22\u4e86 MaskGCT 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3\u3002<\/p>\n<\/li>\n<li>\n<p>\u6b66\u6267\u653f\uff1a\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08\u6df1\u5733\uff09\u526f\u6559\u6388\u3001\u535a\u5bfc\uff0c\u6e2f\u4e2d\u5927\u6df1\u5733 &#8211; \u8da3\u4e38\u79d1\u6280\u8054\u5408\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\u3002\u5165\u9009\u56fd\u5bb6\u7ea7\u9752\u5e74\u4eba\u624d\uff0c\u8fde\u7eed\u591a\u6b21\u5165\u9009\u65af\u5766\u798f\u5927\u5b66 \u201c\u5168\u7403\u524d 2\uff05\u9876\u5c16\u79d1\u5b66\u5bb6\u201d\u3001\u7231\u601d\u552f\u5c14 \u201c\u4e2d\u56fd\u9ad8\u88ab\u5f15\u5b66\u8005\u201d \u699c\u5355\u3002<\/p>\n<\/li>\n<li>\n<p>\u66fe\u9510\u9e3f\uff1a\u8da3\u4e38\u79d1\u6280\u8d44\u6df1\u8bed\u97f3\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff0c\u7814\u7a76\u805a\u7126\u8de8\u8bed\u8a00\u96f6\u6837\u672c\u8bed\u97f3\u5408\u6210\u3002\u66fe\u5728\u9876\u7ea7\u671f\u520a ACM TWEB 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